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System engineering approach to planning anticancer therapies

This book focuses on the analysis of cancer dynamics and the mathematically based synthesis of anticancer therapy. It summarizes the current state-of-the-art in this field and clarifies common misconceptions about mathematical modeling in cancer. Additionally, it encourages closer cooperation betwee...

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Detalles Bibliográficos
Autores principales: Świerniak, Andrzej, Kimmel, Marek, Smieja, Jaroslaw, Puszynski, Krzysztof, Psiuk-Maksymowicz, Krzysztof
Lenguaje:eng
Publicado: Springer 2016
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-28095-0
http://cds.cern.ch/record/2157773
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author Świerniak, Andrzej
Kimmel, Marek
Smieja, Jaroslaw
Puszynski, Krzysztof
Psiuk-Maksymowicz, Krzysztof
author_facet Świerniak, Andrzej
Kimmel, Marek
Smieja, Jaroslaw
Puszynski, Krzysztof
Psiuk-Maksymowicz, Krzysztof
author_sort Świerniak, Andrzej
collection CERN
description This book focuses on the analysis of cancer dynamics and the mathematically based synthesis of anticancer therapy. It summarizes the current state-of-the-art in this field and clarifies common misconceptions about mathematical modeling in cancer. Additionally, it encourages closer cooperation between engineers, physicians and mathematicians by showing the clear benefits of this without stating unrealistic goals. Development of therapy protocols is realized from an engineering point of view, such as the search for a solution to a specific control-optimization problem. Since in the case of cancer patients, consecutive measurements providing information about the current state of the disease are not available, the control laws are derived for an open loop structure. Different forms of therapy are incorporated into the models, from chemotherapy and antiangiogenic therapy to immunotherapy and gene therapy, but the class of models introduced is broad enough to incorporate other forms of therapy as well. The book begins with an analysis of cell cycle control, moving on to control effects on cell population and structured models and finally the signaling pathways involved in carcinogenesis and their influence on therapy outcome. It also discusses the incorporation of intracellular processes using signaling pathway models, since the successful treatment of cancer based on analysis of intracellular processes, might soon be a reality. It brings together various aspects of modeling anticancer therapies, which until now have been distributed over a wide range of literature. Written for researchers and graduate students interested in the use of mathematical and engineering tools in biomedicine with special emphasis on applications in cancer diagnosis and treatment, this self-contained book can be easily understood with only a minimal basic knowledge of control and system engineering methods as well as the biology of cancer. Its interdisciplinary character and the authors’ extensive experience in cooperating with clinicians and biologists make it interesting reading for researchers from control and system engineering looking for applications of their knowledge. Systems and molecular biologists as well as clinicians will also find new inspiration for their research.
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spelling cern-21577732021-04-21T19:40:49Zdoi:10.1007/978-3-319-28095-0http://cds.cern.ch/record/2157773engŚwierniak, AndrzejKimmel, MarekSmieja, JaroslawPuszynski, KrzysztofPsiuk-Maksymowicz, KrzysztofSystem engineering approach to planning anticancer therapiesMathematical Physics and MathematicsThis book focuses on the analysis of cancer dynamics and the mathematically based synthesis of anticancer therapy. It summarizes the current state-of-the-art in this field and clarifies common misconceptions about mathematical modeling in cancer. Additionally, it encourages closer cooperation between engineers, physicians and mathematicians by showing the clear benefits of this without stating unrealistic goals. Development of therapy protocols is realized from an engineering point of view, such as the search for a solution to a specific control-optimization problem. Since in the case of cancer patients, consecutive measurements providing information about the current state of the disease are not available, the control laws are derived for an open loop structure. Different forms of therapy are incorporated into the models, from chemotherapy and antiangiogenic therapy to immunotherapy and gene therapy, but the class of models introduced is broad enough to incorporate other forms of therapy as well. The book begins with an analysis of cell cycle control, moving on to control effects on cell population and structured models and finally the signaling pathways involved in carcinogenesis and their influence on therapy outcome. It also discusses the incorporation of intracellular processes using signaling pathway models, since the successful treatment of cancer based on analysis of intracellular processes, might soon be a reality. It brings together various aspects of modeling anticancer therapies, which until now have been distributed over a wide range of literature. Written for researchers and graduate students interested in the use of mathematical and engineering tools in biomedicine with special emphasis on applications in cancer diagnosis and treatment, this self-contained book can be easily understood with only a minimal basic knowledge of control and system engineering methods as well as the biology of cancer. Its interdisciplinary character and the authors’ extensive experience in cooperating with clinicians and biologists make it interesting reading for researchers from control and system engineering looking for applications of their knowledge. Systems and molecular biologists as well as clinicians will also find new inspiration for their research.Springeroai:cds.cern.ch:21577732016
spellingShingle Mathematical Physics and Mathematics
Świerniak, Andrzej
Kimmel, Marek
Smieja, Jaroslaw
Puszynski, Krzysztof
Psiuk-Maksymowicz, Krzysztof
System engineering approach to planning anticancer therapies
title System engineering approach to planning anticancer therapies
title_full System engineering approach to planning anticancer therapies
title_fullStr System engineering approach to planning anticancer therapies
title_full_unstemmed System engineering approach to planning anticancer therapies
title_short System engineering approach to planning anticancer therapies
title_sort system engineering approach to planning anticancer therapies
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-319-28095-0
http://cds.cern.ch/record/2157773
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